PubMedQA

C-Eval is a multi-level and multidisciplinary Chinese assessment kit suitable for large language models

OpenCompass is a large-scale open evaluation system officially launched by Shanghai Artificial Intelligence Laboratory (Shanghai AI Laboratory) in August 2023

The Open LLM Leaderboard is the largest open source big model ranking released by the HuggingFace community, based on the Eleuther AI Language Model Evaluation Harnesspackage.

FlagEval, jointly developed by Zhiyuan Research Institute and multiple university teams

SuperCLUE is a comprehensive evaluation benchmark for Chinese general large models, which evaluates the capabilities of models from three different dimensions: basic ability, professional ability, and Chinese characteristic ability.

H2O EvalGPT is an open tool used by H2O.ai to evaluate and compare LLM large models, providing a platform to understand the performance of models in a large number of tasks and benchmark tests.